Top 25 articles selected for February 13, 2026
Every time execution models change, security frameworks need to change with them. A developer laptop has root-level access to production systems, repositories, databases, credentials, and APIs.
Docker | 2026-02-13For many applications, performance needs to be global. R2 is object storage built on Cloudflare's global network.
Cloudflare | 2026-02-13This designation allows for targeted CMA interventions in digital markets, such as imposing detailed conduct requirements, to improve competition. However, Google currently uses that content in both its search generative AI features and in its broader generative AI services.
Cloudflare | 2026-02-13An update to add new features from several teams can get frustratingly rolled back because a single team introduced a regression.
Cloudflare | 2026-02-13By contrast, updating prod-1 frequently with the latest version allows us to detect issues closer to when they were introduced.
Slack Engineering | 2026-02-13At the base is Mako, Netflixâs internal ML compute platform, which provisions GPUs on AWS. Staying close to the frontier required infrastructure that could move from âoffline training loopâ to âmulti-stage, on-policy orchestration.
Netflix | 2026-02-13GitLab Duo Agent Platform addresses the AI paradox by unlocking intelligent orchestration and agentic AI automation across the software lifecycle. Agents: Specialists that collaborate on demandGitLab Duo Agent Platform enables developers to delegate tasks to specialized agents.
GitLab | 2026-02-13These platform signals explain why some requests never reach application code. Bringing Cloudflare Worker logs into SentryA team running an API behind Cloudflare Workers used Sentry SDKs in their core services, but Worker behavior remained a blind spot.
Sentry | 2026-02-13AI agents introduce new security risks like prompt injection and data exfiltration. Learn how guardrails, hook-based controls, and Arcadeâs Contextual Access secure AI agent tool calls in real time.
Snyk | 2026-02-13BAG allows us to seamlessly connect thousands of GPUs across multiple data centers and regions. Building Prometheus and Beyond As a technology, BAG is playing an important role in Metaâs next generation of AI infrastructure.
Engineering at Meta | 2026-02-13For example, WhatsApp, like many other applications, allows users to share media and other types of documents. To ensure application security, we first must identify and quantify the sources of risk.
Engineering at Meta | 2026-02-13It provides three primary advantages: Custom Readiness Definitions: Define what ready means for your specific platform. Core concepts and features The controller centers around the NodeReadinessRule (NRR) API, which allows you to define declarative gates for your nodes.
Kubernetes | 2026-02-13Cloud native is now invisible infrastructure, quietly powering our everyday lives. Itâs not just about whatâs popular, but whatâs sustainable, whatâs solving real problems, and whatâs likely to shape the next phase of cloud native infrastructure.
CNCF | 2026-02-13The way content and businesses are discovered online is changing rapidly. For agents, their goal is to filter out all non-essential elements and scan the relevant content.
Cloudflare | 2026-02-13It is capable of launching DDoS attacks that can cripple critical infrastructure, crash most legacy cloud-based DDoS protection solutions, and even disrupt the connectivity of entire nations.
Cloudflare | 2026-02-13Slackâs Security Engineering team is responsible for protecting Slackâs core infrastructure and services. Hub The hub provides the service API and an interface to persistent storage.
Slack Engineering | 2026-02-13And making this technology accessible to individuals and businesses means tackling new challenges around efficiency and resource use. This scaling behavior plays a key role in improving both performance and efficiency when running large-scale AI workloads.
Dropbox Tech | 2026-02-13The devops-engineer skill gives Claude a senior DevOps engineer persona covering CI/CD pipelines, container management, deployment strategies like blue-green and canary, and infrastructure as code across AWS, GCP, and Azure.
Pulumi | 2026-02-13Recently reviewing a cloud setup where: CI/CD runners were scaling but never scaling down Old environments were left running after feature branches merged Logging levels stayed on âdebugâ in production No TTL policy for test infrastructure Nothing was technically broken.
Reddit | 2026-02-13As devops engineers , we know how Artificial intelligence has now been helping but its also a double edge sword because I have read so much on various platforms and have seen how some people frown upon the use of gen ai and whiles others embrace it.
Reddit | 2026-02-13The problem is security team wants minimal images with no vulnerabilities but dev team needs to actually ship features without spending half their time babysitting Docker builds.
Reddit | 2026-02-13The goal is to use AI for automation of system administration tasks and cloud security. What do you usually miss in existing monitoring / security / automation tools.
Reddit | 2026-02-13Been auditing our Microsoft 365 environment and found some concerning configurations. Is there tooling that continuously monitors email security posture for risky delegations and misconfigurations.
Reddit | 2026-02-13submitted by /u/matthiasjmair
Reddit | 2026-02-13Auroraâs cloud-native, distributed architecture provided clear advantages in scalability, high availability, and elasticity compared to traditional single-node PostgreSQL deployments.
Netflix | 2026-02-13